{"id":"W4409166914","doi":"10.4000/13on2","title":"Commons in Motion: Walking and Refuge, from Wordsworth to the Anthropocene","year":2025,"lang":"en","type":"book-chapter","venue":"Presses universitaires de Caen eBooks","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Anthropocene; Commons; Motion (physics); History; Environmental ethics; Geography; Archaeology; Ecology; Computer science; Philosophy; Artificial intelligence; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004068762,0.0002381245,0.0002335367,0.0001333138,0.0003429668,0.0001700687,0.0002639063,0.0001194479,0.0008991122],"category_scores_gemma":[0.000005364204,0.0002053953,0.00006279385,0.000005288447,0.0002871299,0.00009129667,0.0003282133,0.0003465015,0.00001471921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000976642,"about_ca_system_score_gemma":0.00002143683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003507399,"about_ca_topic_score_gemma":0.005285701,"domain_scores_codex":[0.9992087,0.00002625493,0.0001494213,0.0002992727,0.0001143293,0.0002019873],"domain_scores_gemma":[0.9994491,0.0001126556,0.00005037458,0.000298271,0.0000200285,0.00006959851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006077934,0.00001687825,0.0003282056,0.00008514946,0.0001212388,0.0001991223,0.008016547,0.00001033188,0.000004053833,0.9336889,0.01477736,0.04269139],"study_design_scores_gemma":[0.0001791634,0.00002603289,0.0003429831,0.0005671562,0.0001076599,0.000001972731,0.0005680978,0.000008294915,0.00001323162,0.02589189,0.9720595,0.000234043],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0020371,0.002619338,0.0000157154,0.001321771,0.0002341757,0.0002534005,0.0006580633,0.00004182906,0.9928186],"genre_scores_gemma":[0.6333696,0.0001896237,0.00005864753,0.0007610111,0.000323801,0.000005176234,0.0001700094,0.00003200018,0.3650901],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9572821,"threshold_uncertainty_score":0.9844648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009513762289636123,"score_gpt":0.1841562514484251,"score_spread":0.174642489158789,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}